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 Topic > Regression Models
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76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. ctm - Maximum likelihood and boosting estimators for conditional transformation models.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning : Boosting [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 62.50
Registered: 2012-01-12 14:03 |
1. lethal - Compute lethal doses for count data based on generalized additive models (GAMs) together with parametric bootstrap confidence intervals for the lethal dose.
For a current development version see https://github.com/hofnerb/lethal
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- Development Status : 4 - Beta [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models [Filter]
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Registered: 2014-02-28 13:11 |
2. Contrasts - A collection of contrast methods for linear models.
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- Development Status : 5 - Production/Stable [Filter]
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Activity Percentile: 0.00
Registered: 2009-01-26 00:50 |
3. GAMLSS - Generalised Additive models for Location, scale and shape
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- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-02-08 11:11 |
4. Moment and Inverse Moment Bayes factors - Performs model selection based on non-local priors, including MOM, eMOM and iMOM priors. Routines are provided to compute Bayes factors, marginal densities and to perform variable selection in regression setups.
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- Development Status : 6 - Mature [Filter]
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- Topic : Bayesian Statistics [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-09-26 21:39 |
5. Tools for Uplift Modeling - The R Package tools4uplift integrates some tools for exploring and modeling uplift. The content can be separated into the following steps of statistical modeling: quantization, visualization, model selection and model validation.
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- Development Status : 4 - Beta [Filter]
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- Operating System : POSIX : Linux [Filter]
- Programming Language : R [Filter]
- Topic : Graphics : Plotting [Filter]
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2018-08-31 21:23 |
6. Bias reduction in GLMs - brglm provides brglm.fit which is an alternative method to glm.fit that works under the usual glm interface.
Estimation is either by correcting the bias of the maximum likelihood estimates or using an adjusted-score approach to improving bias.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Regression Models [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-08-20 14:19 |
7. partykit: Recursive Partytioning Toolkit - Infrastructure for representing, summarizing, and visualizing tree-structured models. It can be used for constructing or reading tree models from different sources (rpart, RWeka, PMML), sharing
functionality for print/plot/predict methods.
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- Development Status : 4 - Beta [Filter]
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- Programming Language : R [Filter]
- Topic : Machine Learning : Recursive Partitioning [Filter]
- Topic : Regression Models [Filter]
- Topic : Software Development [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-30 11:39 |
8. DierckxSpline - This package contains wrappers for Dierckx FITPACK routines for splines. These include univariate smoothing and least-squares splines.
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- Development Status : 3 - Alpha [Filter]
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- Operating System : Microsoft : Windows : Windows NT/2000/XP [Filter]
- Programming Language : Fortran [Filter]
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- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2007-09-07 17:22 |
9. glmx: Generalized Linear Models Extended - Extensions for generalized linear models (GLMs), especially for binary responses, allowing for parametric links or heterogeneity in the latent variables.
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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Activity Percentile: 0.00
Registered: 2011-04-12 13:09 |
10. pfda: Functional Principal Components - The PFDA package for R performs functional principal component analysis with B-splines for univariate and bivariate responses. Also handled are binary responses and an additive model for extra variables.
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- Development Status : 3 - Alpha [Filter]
- Development Status : 4 - Beta [Filter]
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- Topic : Regression Models [Filter]
- Topic : Time Series [Filter]
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Activity Percentile: 0.00
Registered: 2010-01-12 21:52 |
11. R package nlstools - The R package nlstools: a toolbox for nonlinear regression diagnostics
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- Development Status : 5 - Production/Stable [Filter]
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Activity Percentile: 0.00
Registered: 2009-02-24 11:54 |
12. Instrument Limit of Detection Modeling - Limit of Detection (LOD) reflects an (medical diagnostic) instrument's level of sensitivity. We develop the LOD model selection and estimation tools with application to medical diagnostic instruments.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-11-14 17:17 |
13. sampleSelection: Limited Dependent Vari. - Packages for limited dependent variables: censored regression (Tobit) models (pkg censReg), interval regression models (pkg intReg), multivariate probit models (pkg mvProbit), and sample selection (Heckman) models (pkg sampleSelection)
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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
14. BradleyTerry2 - BradleyTerry2 provides facilities to specify, fit and evaluate Bradley-Terry models for pairwise comparisons. Models may incorporate object-specific, subject-specific, or contest-specific variables, as well as random effects.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2010-04-28 10:52 |
15. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures - `nor1mix`
- Kernel Regression Smoothing with Local or Global Plug-in Bandwidth - `lokern`
- locally adaptive nonparametric regression (kernel, local polynomial) - `lpridge'
- constrained B-splines - `cobs`
- plugin density estimates - `plugdensity`
- single index models - possibly constrained, e.g. to convex curves - `simest`
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- Topic : Cluster Analysis : Model-based Clustering [Filter]
- Topic : Other/Nonlisted Topic [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2010-07-27 17:16 |
16. R functions for functional data analysis - The ‘fda’ package includes functions and data sets for functional data analysis as described in Ramsay, J. O. and Silverman, B. W. (2005) Functional Data Analysis (Springer) and (2002), Applied Functional Data Analysis (Springer).
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- Operating System : Microsoft : Windows [Filter]
- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-01-18 03:15 |
17. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2011-06-09 14:01 |
18. Regression Modeling Strategies - Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced model design attributes in the fit. rms is a collection of 229 functions that assist with and streamline modeling.
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- Topic : Graphics : Applications [Filter]
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Activity Percentile: 0.00
Registered: 2010-11-22 19:09 |
19. rstpm2 - Flexible parametric survival models on the log cumulative hazard scale.
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- Development Status : 4 - Beta [Filter]
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- Topic : Social Sciences : Other Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-11-07 14:13 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
